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🔗 Source: arxiv.org
📊 Size: 24.39 MB
📄 Pages: 18 pages
⬇️ Downloads: 113

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SceNeRFlow is a method for time-consistent reconstruction of general dynamic scenes from multi-view RGB videos and background images. It uses a dynamic-NeRF approach to estimate a canonical model of the geometry and appearance, and then reconstructs the deformations of this model over time. The method employs a backwards deformation model, which is decomposed into a strongly regularized coarse component and a weakly regularized fine component, allowing it to handle larger motions. SceNeRFlow enables the reconstruction of studio-scale motions without category-specific priors, and its contributions include an end-to-end differentiable, time-consistent 4D reconstruction method and a general approach to make backward deformation models work for larger motion.

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Description

SceNeRFlow is a method for time-consistent reconstruction of general dynamic scenes from multi-view RGB videos and background images.

Technical Information

  • File Format: PDF
  • File Size: 24.39 MB
  • Pages: 18
  • Language: EN
  • Total Downloads: 113
  • Last Updated: 1 month ago

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